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Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots

While the plant host metabolome drives distinct enrichment of detrimental and beneficial members of the microbiome, the mechanistic interomics relationships remain poorly understood. Here, we studied microbiome and metabolome profiles of two Arabidopsis thaliana accessions after Fusarium oxysporum f...

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Autores principales: Kudjordjie, Enoch Narh, Hooshmand, Kourosh, Sapkota, Rumakanta, Darbani, Behrooz, Fomsgaard, Inge S., Nicolaisen, Mogens
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Microbiology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9430778/
https://www.ncbi.nlm.nih.gov/pubmed/35766498
http://dx.doi.org/10.1128/spectrum.01226-22
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author Kudjordjie, Enoch Narh
Hooshmand, Kourosh
Sapkota, Rumakanta
Darbani, Behrooz
Fomsgaard, Inge S.
Nicolaisen, Mogens
author_facet Kudjordjie, Enoch Narh
Hooshmand, Kourosh
Sapkota, Rumakanta
Darbani, Behrooz
Fomsgaard, Inge S.
Nicolaisen, Mogens
author_sort Kudjordjie, Enoch Narh
collection PubMed
description While the plant host metabolome drives distinct enrichment of detrimental and beneficial members of the microbiome, the mechanistic interomics relationships remain poorly understood. Here, we studied microbiome and metabolome profiles of two Arabidopsis thaliana accessions after Fusarium oxysporum f.sp. mathioli (FOM) inoculation, Landsberg erecta (Ler-0) being susceptible and Col-0 being resistant against FOM. By using bacterial and fungal amplicon sequencing and targeted metabolite analysis, we observed highly dynamic microbiome and metabolome profiles across FOM host progression, while being markedly different between FOM-inoculated and noninoculated Col-0 and Ler-0. Co-occurrence network analysis revealed more robust microbial networks in the resistant Col-0 compared to Ler-0 during FOM infection. Correlation analysis revealed distinct metabolite-OTU correlations in Ler-0 compared with Col-0 which could possibly be explained by missense variants of the Rfo3 and Rlp2 genes in Ler-0. Remarkably, we observed positive correlations in Ler-0 between most of the analyzed metabolites and the bacterial phyla Proteobacteria, Bacteroidetes, Planctomycetes, Acidobacteria, and Verrucomicrobia, and negative correlations with Actinobacteria, Firmicutes, and Chloroflexi. The glucosinolates 4-methyoxyglucobrassicin, glucoerucin and indole-3 carbinol, but also phenolic compounds were strongly correlating with the relative abundances of indicator and hub OTUs and thus could be active in structuring the A. thaliana root-associated microbiome. Our results highlight interactive effects of host plant defense and root-associated microbiota on Fusarium infection and progression. Our findings provide significant insights into plant interomic dynamics during pathogen invasion and could possibly facilitate future exploitation of microbiomes for plant disease control. IMPORTANCE Plant health and fitness are determined by plant-microbe interactions which are guided by host-synthesized metabolites. To understand the orchestration of this interaction, we analyzed the distinct interomic dynamics in resistant and susceptible Arabidopsis ecotypes across different time points after infection with Fusarium oxysporum (FOM). Our results revealed distinct microbial profiles and network resilience during FOM infection in the resistant Col-0 compared with the susceptible Ler-0 and further pinpointed specific microbe-metabolite associations in the Arabidopsis microbiome. These findings provide significant insights into plant interomics dynamics that are likely affecting fungal pathogen invasion and could possibly facilitate future exploitation of microbiomes for plant disease control.
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spelling pubmed-94307782022-09-01 Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots Kudjordjie, Enoch Narh Hooshmand, Kourosh Sapkota, Rumakanta Darbani, Behrooz Fomsgaard, Inge S. Nicolaisen, Mogens Microbiol Spectr Research Article While the plant host metabolome drives distinct enrichment of detrimental and beneficial members of the microbiome, the mechanistic interomics relationships remain poorly understood. Here, we studied microbiome and metabolome profiles of two Arabidopsis thaliana accessions after Fusarium oxysporum f.sp. mathioli (FOM) inoculation, Landsberg erecta (Ler-0) being susceptible and Col-0 being resistant against FOM. By using bacterial and fungal amplicon sequencing and targeted metabolite analysis, we observed highly dynamic microbiome and metabolome profiles across FOM host progression, while being markedly different between FOM-inoculated and noninoculated Col-0 and Ler-0. Co-occurrence network analysis revealed more robust microbial networks in the resistant Col-0 compared to Ler-0 during FOM infection. Correlation analysis revealed distinct metabolite-OTU correlations in Ler-0 compared with Col-0 which could possibly be explained by missense variants of the Rfo3 and Rlp2 genes in Ler-0. Remarkably, we observed positive correlations in Ler-0 between most of the analyzed metabolites and the bacterial phyla Proteobacteria, Bacteroidetes, Planctomycetes, Acidobacteria, and Verrucomicrobia, and negative correlations with Actinobacteria, Firmicutes, and Chloroflexi. The glucosinolates 4-methyoxyglucobrassicin, glucoerucin and indole-3 carbinol, but also phenolic compounds were strongly correlating with the relative abundances of indicator and hub OTUs and thus could be active in structuring the A. thaliana root-associated microbiome. Our results highlight interactive effects of host plant defense and root-associated microbiota on Fusarium infection and progression. Our findings provide significant insights into plant interomic dynamics during pathogen invasion and could possibly facilitate future exploitation of microbiomes for plant disease control. IMPORTANCE Plant health and fitness are determined by plant-microbe interactions which are guided by host-synthesized metabolites. To understand the orchestration of this interaction, we analyzed the distinct interomic dynamics in resistant and susceptible Arabidopsis ecotypes across different time points after infection with Fusarium oxysporum (FOM). Our results revealed distinct microbial profiles and network resilience during FOM infection in the resistant Col-0 compared with the susceptible Ler-0 and further pinpointed specific microbe-metabolite associations in the Arabidopsis microbiome. These findings provide significant insights into plant interomics dynamics that are likely affecting fungal pathogen invasion and could possibly facilitate future exploitation of microbiomes for plant disease control. American Society for Microbiology 2022-06-29 /pmc/articles/PMC9430778/ /pubmed/35766498 http://dx.doi.org/10.1128/spectrum.01226-22 Text en Copyright © 2022 Kudjordjie et al. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Kudjordjie, Enoch Narh
Hooshmand, Kourosh
Sapkota, Rumakanta
Darbani, Behrooz
Fomsgaard, Inge S.
Nicolaisen, Mogens
Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title_full Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title_fullStr Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title_full_unstemmed Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title_short Fusarium oxysporum Disrupts Microbiome-Metabolome Networks in Arabidopsis thaliana Roots
title_sort fusarium oxysporum disrupts microbiome-metabolome networks in arabidopsis thaliana roots
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9430778/
https://www.ncbi.nlm.nih.gov/pubmed/35766498
http://dx.doi.org/10.1128/spectrum.01226-22
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